Search Results for author: Seongmin A. Park

Found 5 papers, 2 papers with code

A Neural Network Model of Continual Learning with Cognitive Control

no code implementations9 Feb 2022 Jacob Russin, Maryam Zolfaghar, Seongmin A. Park, Erie Boorman, Randall C. O'Reilly

Here, we build on previous work and show that neural networks equipped with a mechanism for cognitive control do not exhibit catastrophic forgetting when trials are blocked.

Blocking Continual Learning

Do grid codes afford generalization and flexible decision-making?

no code implementations30 Jun 2021 Linda Q. Yu, Seongmin A. Park, Sarah C. Sweigart, Erie D. Boorman, Matthew R. Nassar

This view assumes that the grid codes serve as an efficient basis function for learning and representing experienced relationships between entities.

Decision Making Hippocampus

Complementary Structure-Learning Neural Networks for Relational Reasoning

1 code implementation19 May 2021 Jacob Russin, Maryam Zolfaghar, Seongmin A. Park, Erie Boorman, Randall C. O'Reilly

The neural mechanisms supporting flexible relational inferences, especially in novel situations, are a major focus of current research.

Hippocampus Relational Reasoning

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